Full-stack Python Engineer - ML platform
Autodesk
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Position Overview
We are looking for an experienced full-stack Python engineer to join our platform team focusing on artificial intelligence (AI)/ machine learning (ML) Platform (AMP). This team builds and maintains central components to fast track the development new ML/AI models such as model development studio, feature store, model serving, model observability.
The ideal candidate would have a background in building full-stack web applications including front-end frameworks, back-end frameworks, database integrations, cloud deployments. You will collaborate with other full-stack engineer, ML Ops engineers in the team to build end-to-end web applications to handle internal user workflows. As an important contributor to our engineering team, you will help shape the future of our AI/ML capabilities, delivering solutions that inspire value for our organization.
Responsibilities
Front-end: Integrating with data portal with micro-front end architecture to add new widgets, forms, pages. Converting mock UI designs into implementations
Backend: Developing REST APIs for the user workflows which integrates with the front-end components using REST frameworks such as FastAPI, Flask, Django
Database design: Define the database schema, migration scripts
Containerization: Building dockerized applications which can be deployed on different compute environments such as Kubernetes, ECS etc
Ownership: Taking end-to-end ownership at the feature level
Troubleshooting: Handling support requests from internal customers, troubleshooting the issues and timely communication
Cross-Functional Collaboration: Collaborate across diverse teams, including MLOps engineers, full-stack engineers, DevOps, Product managers, software architects fostering a collaborative and cohesive work environment
Minimum Qualifications
Experience: Over 3-5 years of experience in software development and engineering, delivering production systems and services
Ability to develop full-stack web applications owning components from front-end, backend, database integrations, cloud deployments with the mentorship from senior engineers
Prior knowledge of front-end frameworks such as React, TypeScript, Javascript
Ability to fluently translate the design into functional code in programming language (any one) Python, Golang
Demonstrated creative problem-solving skills with the ability to break down problems into manageable components
Excellent communication and collaboration skills, fostering teamwork and effective information exchange
Desire learn new things and take new responsibilities
Preferred Qualifications
Knowledge of DevOps practices, containerisation, orchestration tools such as CI/CD, Terraform, Docker, Kubernetes
Experience on Amazon AWS or Azure cloud
Exposure to UI component libraries such as mantine or equivalent.
Basic understanding of CSS, html
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About Autodesk
Welcome to Autodesk! Amazing things are created every day with our software – from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.
We take great pride in our culture here at Autodesk – our Culture Code is at the core of everything we do. Our values and ways of working help our people thrive and realize their potential, which leads to even better outcomes for our customers.
When you’re an Autodesker, you can be your whole, authentic self and do meaningful work that helps build a better future for all. Ready to shape the world and your future? Join us!
Salary transparency
Salary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience and geographic location. In addition to base salaries, we also have a significant emphasis on discretionary annual cash bonuses, commissions for sales roles, stock or long-term incentive cash grants, and a comprehensive benefits package.Diversity & Belonging
We take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging
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This job is no longer accepting applications
See open jobs at Autodesk.See open jobs similar to "Full-stack Python Engineer - ML platform" Imagine.